Genetic Algorithms papers
G1. Booker, Goldberg, Holland: classifier systems pdf
G2. Cantu-Paz: parallel GAs
--- OR ---
Lobo: Parameterless GA's
G3. Montana: Strongly Typed Genetic Programming pdf

Neural Network papers
N1. Haykin: Committee Machines ps
N2. Boyan and Moore pdf
--- OR ----
Sutton pdf
--- OR ----
Parr and Russell pdf
N3. Hinton et al 1995: Wake-Sleep pdf

KDD Papers
K1: Fayyad. Intro. to KDD
K2: Kohavi: wrapper chapter
K3: Ghahrahmani and Jordan pdf

Bayesian Networks papers
B1: Pearl: Fusion, Propogation, and structuring ps
B2: Chickering, Heckerman and Meek pdf
--- OR ---
Friedman and Koller pdf
B3: Horvitz et al, 2001 pdf
Cadez et al, 2000 WEBCANVAS pdf

 

Page created: 09 Jan 2002 Last updated: 23 Jan 2004 CIS830TA